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The Llama 3 Herd of Models

Dubey et al.arXiv 2024

4.8 (1247 reviews)

Meta presents Llama 3, a herd of 405B parameter language models with 128K context that deliver compa...

LLM
Foundation Models
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Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Tian et al.NeurIPS 2024

4.9 (892 reviews)

NeurIPS 2024 Best Paper Award. VAR redefines autoregressive learning as coarse-to-fine next-scale pr...

Image Generation
Autoregressive
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DoRA: Weight-Decomposed Low-Rank Adaptation

Liu et al.ICML 2024

4.6 (543 reviews)

ICML 2024 Oral. DoRA decomposes pre-trained weights into magnitude and direction components, using L...

Parameter Efficiency
LoRA
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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Chiang et al.arXiv 2024

4.7 (389 reviews)

Chatbot Arena uses crowdsourced pairwise comparisons and Elo ratings to evaluate LLMs based on human...

LLM Evaluation
Human Preference
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"The transformer architecture has fundamentally changed how we approach sequence-to-sequence tasks in machine learning."
— From "Attention Is All You Need" (2017)
"CRISPR-Cas9 represents the democratization of genome editing, making precise genetic modifications accessible to researchers worldwide."
— From recent CRISPR research (2024)

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